Digital Phenotyping and Mobile Sensing - New Developments in Psychoinformatics (Paperback, 1st ed. 2019)

This book offers a snapshot of cutting-edge applications of mobile sensing for digital phenotyping in the field of Psychoinformatics. The respective chapters, written by authoritative researchers, cover various aspects related to the use of these technologies in health, education, and cognitive science research. They share insights both into established applications of mobile sensing (such as predicting personality or mental and behavioral health on the basis of smartphone usage patterns) and emerging trends. Machine learning and deep learning approaches are discussed, and important considerations regarding privacy risks and ethical issues are assessed. In addition to essential background information on various technologies and theoretical methods, the book also presents relevant case studies and good scientific practices, thus addressing researchers and professionals alike. To cite Thomas R. Insel, who wrote the foreword to this book: "Patients will only use digital phenotyping if it solves a problem, perhaps a digital smoke alarm that can prevent a crisis. Providers will only use digital phenotyping if it fits seamlessly into their crowded workflow. If we can earn public trust, there is every reason to be excited about this new field. Suddenly, studying human behavior at scale, over months and years, is feasible."

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Studies in Neuroscience, Psychology and Behavioral Economics
Release date:	November 2020
First published:	2019
Editors:	Harald Baumeister • Christian Montag
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	291
Edition:	1st ed. 2019
ISBN-13:	978-3-03-031622-8
Categories:	Books > Computing & IT > Social & legal aspects of computing > Human-computer interaction Books > Medicine > General issues > Medical equipment & techniques > General Books > Medicine > Nursing & ancillary services > Biomedical engineering > General Books > Medicine > General issues > Public health & preventive medicine > Personal & public health > Health psychology
LSN:	3-03-031622-X
Barcode:	9783030316228

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